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On differentiability and mass distributions of multivariate Archimedean copulas

Publikation: Beitrag in Fachzeitschrift › Artikel › Peer-reviewed

Abstract

Copulas, in particular Archimedean copulas are commonly viewed as analytically nice and regular objects. Motivated by a recently established result stating that the first partial derivatives of bivariate copulas can exhibit surprisingly pathological behavior, we focus on the class of d -dimensional Archimedean copulas denoted by C ar d and show that partial derivatives of order (d−1) can be surprisingly irregular as well. In fact, we prove the existence of Archimedean copulas C∈C ar d whose (d−1)-st order partial derivatives are pathological in the sense that for almost every x∈[0,1] d−1 the derivative ∂ 1...∂ d−1C(x,y) does not exist on a dense set of y∈(0,1). Since the existence of mixed partial derivatives of order (d−1) of a copula C is closely related to the existence of a discrete component of the corresponding Markov kernel K C, we also study mass distributions of Archimedean copulas. Building upon the interplay between Archimedean copulas and so-called Williamson measures we show how absolute continuity, discreteness and singularity of the Williamson measure propagates to the associated Archimedean copula. Moreover, considering the Lebesgue decomposition of the Markov kernel K C as well as the measures induced by these components and the marginal C 1:d−1, we prove that the subclass of Archimedean copulas for which all three measures have full support, is dense in C ar d. Finally, viewing C ar d in the light of Baire categories, we show that, in contrast to the space of bivariate copulas, a topologically typical d -dimensional Archimedean copula C is not absolutely continuous but has a (d−1)-kernel K C whose discrete component is degenerate, implying that pathological elements are rare in C ar d.

OriginalspracheEnglisch
Aufsatznummer130523
Seiten (von - bis)130523
FachzeitschriftJournal of Mathematical Analysis and Applications
Jahrgang559
Ausgabenummer2
DOIs
PublikationsstatusVeröffentlicht - 15 Juli 2026

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Systematik der Wissenschaftszweige 2012

  • 101 Mathematik

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